Mediation Analysis with Multiple Mediators

DOI10.1515/em-2012-0010zbMath1359.92009OpenAlexW2009754435WikidataQ43096259 ScholiaQ43096259MaRDI QIDQ2974509

Stijn Vansteelandt, Tyler J. Vanderweele

Publication date: 10 April 2017

Published in: Epidemiologic Methods (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc4287269

zbMATH Keywords

regressiondirect and indirect effectsweightingjoint effects mediation

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) General biostatistics (92B15)

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Uses Software

• medflex

Cites Work

• Unnamed Item
• Unnamed Item
• Conceptual issues concerning mediation, interventions and composition
• Semiparametric theory for causal mediation analysis: efficiency bounds, multiple robustness and sensitivity analysis
• Large sample confidence regions based on subsamples under minimal assumptions
• Imputation Strategies for the Estimation of Natural Direct and Indirect Effects
• Generalized Causal Mediation Analysis

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